 Dominguez has several properties around the country and also around Brazil.In 2002, he lost in the primary elections of the Colorado Party which would have put him as the party representative for the national presidential elections, had he won.Once linked to former dictator Alfredo Stroessner through his brother Humberto Domínguez Dibb (Stroessner's son-in-law), Osvaldo Domínguez Dibb insists that the Paraguayan general was indeed a great president.